Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3676 |
| Missing cells | 9524 |
| Missing cells (%) | 11.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 609.9 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 10 |
| Categorical | 10 |
property_type has constant value "house" | Constant |
area is highly overall correlated with built_up_area and 3 other fields | High correlation |
bathroom is highly overall correlated with bedRoom and 4 other fields | High correlation |
bedRoom is highly overall correlated with bathroom and 3 other fields | High correlation |
built_up_area is highly overall correlated with area and 4 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
price is highly overall correlated with area and 6 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
super_built_up_area is highly overall correlated with area and 6 other fields | High correlation |
store room is highly imbalanced (55.7%) | Imbalance |
facing has 1044 (28.4%) missing values | Missing |
property_type has 2817 (76.6%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1986 (54.0%) missing values | Missing |
carpet_area has 1804 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 21.81519917) | Skewed |
built_up_area is highly skewed (γ1 = 40.70657243) | Skewed |
carpet_area is highly skewed (γ1 = 24.33323911) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 462 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-28 00:40:57.557796 |
|---|---|
| Analysis finished | 2025-01-28 00:41:29.113089 |
| Duration | 31.56 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
society
Text
| Distinct | 676 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 293.9 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.869388 |
| Min length | 1 |
Unique
| Unique | 308 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | ambience creacions |
|---|---|
| 2nd row | m3m woodshire |
| 3rd row | satya the legend |
| 4th row | vatika gurgaon |
| 5th row | dlf the arbour |
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 219 | 2.3% |
| park | 209 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| global | 153 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 150 | 1.6% |
| heights | 134 | 1.4% |
| Other values (783) | 7495 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6709 | 10.8% |
| 6001 | 9.7% | |
| a | 5860 | 9.5% |
| r | 4169 | 6.7% |
| n | 4162 | 6.7% |
| i | 3830 | 6.2% |
| t | 3717 | 6.0% |
| s | 3472 | 5.6% |
| l | 2941 | 4.7% |
| o | 2752 | 4.4% |
| Other values (31) | 18382 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61995 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6709 | 10.8% |
| 6001 | 9.7% | |
| a | 5860 | 9.5% |
| r | 4169 | 6.7% |
| n | 4162 | 6.7% |
| i | 3830 | 6.2% |
| t | 3717 | 6.0% |
| s | 3472 | 5.6% |
| l | 2941 | 4.7% |
| o | 2752 | 4.4% |
| Other values (31) | 18382 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61995 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6709 | 10.8% |
| 6001 | 9.7% | |
| a | 5860 | 9.5% |
| r | 4169 | 6.7% |
| n | 4162 | 6.7% |
| i | 3830 | 6.2% |
| t | 3717 | 6.0% |
| s | 3472 | 5.6% |
| l | 2941 | 4.7% |
| o | 2752 | 4.4% |
| Other values (31) | 18382 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61995 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6709 | 10.8% |
| 6001 | 9.7% | |
| a | 5860 | 9.5% |
| r | 4169 | 6.7% |
| n | 4162 | 6.7% |
| i | 3830 | 6.2% |
| t | 3717 | 6.0% |
| s | 3472 | 5.6% |
| l | 2941 | 4.7% |
| o | 2752 | 4.4% |
| Other values (31) | 18382 |
price
Real number (ℝ)
High correlation 
| Distinct | 285 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1532823 |
| Minimum | 0.01 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.6 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 8.4 |
| Maximum | 31.5 |
| Range | 31.49 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 3.0598228 |
|---|---|
| Coefficient of variation (CV) | 1.421004 |
| Kurtosis | 14.466122 |
| Mean | 2.1532823 |
| Median Absolute Deviation (MAD) | 0.93 |
| Skewness | 3.2284189 |
| Sum | 7878.86 |
| Variance | 9.3625155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1224 | |
| 2 | 440 | 12.0% |
| 0.09 | 166 | 4.5% |
| 3 | 165 | 4.5% |
| 0.08 | 126 | 3.4% |
| 0.07 | 103 | 2.8% |
| 0.03 | 101 | 2.7% |
| 0.04 | 97 | 2.6% |
| 0.05 | 86 | 2.3% |
| 0.02 | 85 | 2.3% |
| Other values (275) | 1066 |
| Value | Count | Frequency (%) |
| 0.01 | 3 | 0.1% |
| 0.02 | 85 | |
| 0.03 | 101 | |
| 0.04 | 97 | |
| 0.05 | 86 | |
| 0.06 | 81 | |
| 0.07 | 103 | |
| 0.08 | 126 | |
| 0.09 | 166 | |
| 0.22 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
sector
Text
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.8 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3210011 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sector 22 |
|---|---|
| 2nd row | sector 107 |
| 3rd row | sector 57 |
| 4th row | sector 83 |
| 5th row | sector 63 |
| Value | Count | Frequency (%) |
| sector | 3451 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.2% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 88 | 1.2% |
| 65 | 87 | 1.2% |
| 81 | 87 | 1.2% |
| Other values (106) | 2915 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3806 | |
| 3704 | ||
| s | 3696 | |
| r | 3696 | |
| e | 3541 | |
| c | 3502 | |
| t | 3462 | |
| 1 | 1076 | 3.1% |
| 0 | 803 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6198 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34264 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 3806 | |
| 3704 | ||
| s | 3696 | |
| r | 3696 | |
| e | 3541 | |
| c | 3502 | |
| t | 3462 | |
| 1 | 1076 | 3.1% |
| 0 | 803 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6198 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34264 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 3806 | |
| 3704 | ||
| s | 3696 | |
| r | 3696 | |
| e | 3541 | |
| c | 3502 | |
| t | 3462 | |
| 1 | 1076 | 3.1% |
| 0 | 803 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6198 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34264 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 3806 | |
| 3704 | ||
| s | 3696 | |
| r | 3696 | |
| e | 3541 | |
| c | 3502 | |
| t | 3462 | |
| 1 | 1076 | 3.1% |
| 0 | 803 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6198 |
price_per_sqft
Real number (ℝ)
High correlation 
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13890.811 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4715.9 |
| Q1 | 6816.5 |
| median | 9020 |
| Q3 | 13876.5 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7060 |
Descriptive statistics
| Standard deviation | 23212.968 |
|---|---|
| Coefficient of variation (CV) | 1.6711023 |
| Kurtosis | 186.88875 |
| Mean | 13890.811 |
| Median Absolute Deviation (MAD) | 2793 |
| Skewness | 11.436264 |
| Sum | 50826479 |
| Variance | 5.3884186 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 22222 | 13 | 0.4% |
| 11111 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3508 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
High correlation  Skewed 
| Distinct | 2418 |
|---|---|
| Distinct (%) | 66.1% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10436.018 |
| Minimum | 50 |
|---|---|
| Maximum | 750000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 466 |
| Q1 | 1344.5 |
| median | 9014 |
| Q3 | 14517.5 |
| 95-th percentile | 26785 |
| Maximum | 750000 |
| Range | 749950 |
| Interquartile range (IQR) | 13173 |
Descriptive statistics
| Standard deviation | 22962.023 |
|---|---|
| Coefficient of variation (CV) | 2.2002667 |
| Kurtosis | 597.66783 |
| Mean | 10436.018 |
| Median Absolute Deviation (MAD) | 7350 |
| Skewness | 21.815199 |
| Sum | 38185389 |
| Variance | 5.2725449 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3240 | 43 | 1.2% |
| 2700 | 35 | 1.0% |
| 900 | 34 | 0.9% |
| 1800 | 29 | 0.8% |
| 1350 | 22 | 0.6% |
| 2250 | 18 | 0.5% |
| 4500 | 17 | 0.5% |
| 4518 | 16 | 0.4% |
| 12500 | 15 | 0.4% |
| 2430 | 14 | 0.4% |
| Other values (2408) | 3416 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 750000 | 1 | |
| 600000 | 1 | |
| 571429 | 1 | |
| 555556 | 1 | |
| 215517 | 1 | |
| 145033 | 1 | |
| 98978 | 1 | |
| 94118 | 1 | |
| 93333 | 1 | |
| 90009 | 1 |
areaWithType
Text
| Distinct | 2355 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.1 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.240479 |
| Min length | 12 |
Unique
| Unique | 1850 ? |
|---|---|
| Unique (%) | 50.3% |
Sample
| 1st row | Carpet area: 3000 (278.71 sq.m.) |
|---|---|
| 2nd row | Super Built up area 1534(142.51 sq.m.)Carpet area: 1056 sq.ft. (98.11 sq.m.) |
| 3rd row | Plot area 642(536.79 sq.m.)Built Up area: 630 sq.yards (526.76 sq.m.)Carpet area: 620 sq.yards (518.4 sq.m.) |
| 4th row | Super Built up area 1245(115.66 sq.m.)Built Up area: 850 sq.ft. (78.97 sq.m.)Carpet area: 790 sq.ft. (73.39 sq.m.) |
| 5th row | Built Up area: 3950 (366.97 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5572 | |
| sq.m | 3654 | |
| up | 3019 | 10.0% |
| built | 2315 | 7.7% |
| super | 1874 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2846) | 8699 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26459 | 13.3% | |
| . | 20386 | 10.2% |
| a | 13152 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6767 | 3.4% |
| Other values (25) | 82328 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199388 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 26459 | 13.3% | |
| . | 20386 | 10.2% |
| a | 13152 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6767 | 3.4% |
| Other values (25) | 82328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199388 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 26459 | 13.3% | |
| . | 20386 | 10.2% |
| a | 13152 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6767 | 3.4% |
| Other values (25) | 82328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199388 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 26459 | 13.3% | |
| . | 20386 | 10.2% |
| a | 13152 | 6.6% |
| r | 9454 | 4.7% |
| e | 9318 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7566 | 3.8% |
| q | 7430 | 3.7% |
| t | 7323 | 3.7% |
| u | 6767 | 3.4% |
| Other values (25) | 82328 |
bedRoom
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3599021 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8978577 |
|---|---|
| Coefficient of variation (CV) | 0.56485506 |
| Kurtosis | 18.2097 |
| Mean | 3.3599021 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4850949 |
| Sum | 12351 |
| Variance | 3.6018638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 942 | |
| 4 | 659 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 942 | |
| 3 | 1496 | |
| 4 | 659 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4243743 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.94831 |
|---|---|
| Coefficient of variation (CV) | 0.56895357 |
| Kurtosis | 17.538735 |
| Mean | 3.4243743 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2487382 |
| Sum | 12588 |
| Variance | 3.7959119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1047 | |
| 4 | 819 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1047 | |
| 3 | 1077 | |
| 4 | 819 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3185528 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3+ |
|---|---|
| 2nd row | 3 |
| 3rd row | 3+ |
| 4th row | 2 |
| 5th row | 3+ |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1171 | |
| 3 | 1074 | |
| 2 | 884 | |
| 1 | 365 | 9.9% |
| 0 | 182 | 5.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2245 | |
| 2 | 884 | 24.0% |
| 1 | 365 | 9.9% |
| 0 | 182 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2245 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4847 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2245 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4847 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2245 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4847 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2245 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
Zeros 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7976483 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0131662 |
|---|---|
| Coefficient of variation (CV) | 0.88459506 |
| Kurtosis | 4.5145653 |
| Mean | 6.7976483 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6938478 |
| Sum | 24859 |
| Variance | 36.158167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 493 | |
| 1 | 351 | 9.5% |
| 4 | 316 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 160 | 4.4% |
| Other values (33) | 937 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 351 | |
| 2 | 493 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 160 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
High correlation  Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1044 |
| Missing (%) | 28.4% |
| Memory size | 233.6 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8381459 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South-East |
|---|---|
| 2nd row | North-East |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| North-East | 623 | |
| East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.3% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1044 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 623 | |
| east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 281.4 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.385745 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New Property |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Relatively New |
| 5th row | Undefined |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1646 | |
| New Property | 593 | 16.1% |
| Moderately Old | 562 | 15.3% |
| Undefined | 306 | 8.3% |
| Old Property | 303 | 8.2% |
| Under Construction | 266 | 7.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2239 | |
| relatively | 1646 | |
| property | 896 | |
| old | 865 | 12.3% |
| moderately | 562 | 8.0% |
| undefined | 306 | 4.3% |
| under | 266 | 3.8% |
| construction | 266 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3636 | 7.4% |
| 3370 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2886 | 5.9% |
| d | 2305 | 4.7% |
| N | 2239 | 4.6% |
| w | 2239 | 4.6% |
| i | 2218 | 4.5% |
| Other values (15) | 14061 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49206 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3636 | 7.4% |
| 3370 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2886 | 5.9% |
| d | 2305 | 4.7% |
| N | 2239 | 4.6% |
| w | 2239 | 4.6% |
| i | 2218 | 4.5% |
| Other values (15) | 14061 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49206 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3636 | 7.4% |
| 3370 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2886 | 5.9% |
| d | 2305 | 4.7% |
| N | 2239 | 4.6% |
| w | 2239 | 4.6% |
| i | 2218 | 4.5% |
| Other values (15) | 14061 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49206 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8429 | |
| l | 4719 | 9.6% |
| t | 3636 | 7.4% |
| 3370 | 6.8% | |
| y | 3104 | 6.3% |
| r | 2886 | 5.9% |
| d | 2305 | 4.7% |
| N | 2239 | 4.6% |
| w | 2239 | 4.6% |
| i | 2218 | 4.5% |
| Other values (15) | 14061 |
property_type
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2817 |
| Missing (%) | 76.6% |
| Memory size | 190.8 KiB |
| house |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | house |
|---|---|
| 2nd row | house |
| 3rd row | house |
| 4th row | house |
| 5th row | house |
Common Values
| Value | Count | Frequency (%) |
| house | 859 | 23.4% |
| (Missing) | 2817 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| house | 859 |
Most occurring characters
| Value | Count | Frequency (%) |
| h | 859 | |
| o | 859 | |
| u | 859 | |
| s | 859 | |
| e | 859 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4295 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| h | 859 | |
| o | 859 | |
| u | 859 | |
| s | 859 | |
| e | 859 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4295 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| h | 859 | |
| o | 859 | |
| u | 859 | |
| s | 859 | |
| e | 859 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4295 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| h | 859 | |
| o | 859 | |
| u | 859 | |
| s | 859 | |
| e | 859 |
super_built_up_area
Real number (ℝ)
High correlation  Missing 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1924.6657 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.25 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.75 |
Descriptive statistics
| Standard deviation | 763.97466 |
|---|---|
| Coefficient of variation (CV) | 0.39693888 |
| Kurtosis | 10.373606 |
| Mean | 1924.6657 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8396359 |
| Sum | 3606823.5 |
| Variance | 583657.29 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 37 | 1.0% |
| 1650 | 37 | 1.0% |
| 1578 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 1350 | 17 | 0.5% |
| Other values (583) | 1633 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 643 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 1986 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.5858 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.45 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4691 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 17942.88 |
|---|---|
| Coefficient of variation (CV) | 7.5403375 |
| Kurtosis | 1667.8704 |
| Mean | 2379.5858 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 40.706572 |
| Sum | 4021500 |
| Variance | 3.2194695 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 1300 | 24 | 0.7% |
| 2000 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (633) | 1387 | |
| (Missing) | 1986 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 732 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 1804 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2529.1796 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 843 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 22799.836 |
|---|---|
| Coefficient of variation (CV) | 9.0147163 |
| Kurtosis | 604.53764 |
| Mean | 2529.1796 |
| Median Absolute Deviation (MAD) | 472.5 |
| Skewness | 24.333239 |
| Sum | 4734624.2 |
| Variance | 5.1983254 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 1.0% |
| 1600 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (722) | 1578 | |
| (Missing) | 1804 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2971 | |
| 1 | 705 | 19.2% |
servant room
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1327 |
store room
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3338 | |
| 1 | 338 | 9.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3020 | |
| 1 | 656 | 17.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 236.9 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | 210 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2403 | |
| 2 | 1063 | |
| 0 | 210 | 5.7% |
luxury_score
Real number (ℝ)
Zeros 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.530468 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 462 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.055626 |
|---|---|
| Coefficient of variation (CV) | 0.74172067 |
| Kurtosis | -0.8802774 |
| Mean | 71.530468 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.45875761 |
| Sum | 262946 |
| Variance | 2814.8995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 462 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 42 | 45 | 1.2% |
| 37 | 45 | 1.2% |
| Other values (151) | 2312 |
| Value | Count | Frequency (%) |
| 0 | 462 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 40 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | 0.000 | 0.274 | 0.111 | 0.130 | 0.000 | 0.000 | 0.092 | 0.125 | 0.215 | 0.256 | 0.108 | 0.187 | 0.112 | 0.056 | 0.286 | 0.143 | 0.140 | 0.085 |
| area | 0.000 | 1.000 | 0.014 | 0.412 | 0.308 | 0.577 | 0.775 | 0.052 | 0.317 | 0.042 | 0.351 | 0.064 | 0.040 | 0.510 | 0.095 | 0.026 | 0.000 | 0.016 | 0.818 |
| balcony | 0.274 | 0.014 | 1.000 | 0.225 | 0.175 | 0.000 | 0.026 | 0.016 | 0.079 | 0.179 | 0.224 | 0.082 | 0.197 | 0.124 | 0.033 | 0.441 | 0.146 | 0.183 | 0.306 |
| bathroom | 0.111 | 0.412 | 0.225 | 1.000 | 0.862 | 0.465 | 0.599 | 0.044 | -0.005 | 0.200 | 0.180 | 0.070 | 0.286 | 0.704 | 0.411 | 0.519 | 0.244 | 0.176 | 0.819 |
| bedRoom | 0.130 | 0.308 | 0.175 | 0.862 | 1.000 | 0.380 | 0.569 | 0.032 | -0.104 | 0.169 | 0.057 | 0.079 | 0.291 | 0.687 | 0.417 | 0.317 | 0.223 | 0.154 | 0.799 |
| built_up_area | 0.000 | 0.577 | 0.000 | 0.465 | 0.380 | 1.000 | 0.969 | 1.000 | 0.091 | 0.087 | 0.289 | 0.000 | 0.000 | 0.563 | 0.132 | 0.000 | 0.000 | 0.000 | 0.926 |
| carpet_area | 0.000 | 0.775 | 0.026 | 0.599 | 0.569 | 0.969 | 1.000 | 0.000 | 0.159 | 0.000 | 0.239 | 0.016 | 0.000 | 0.583 | 0.136 | 0.000 | 0.000 | 0.003 | 0.894 |
| facing | 0.092 | 0.052 | 0.016 | 0.044 | 0.032 | 1.000 | 0.000 | 1.000 | 0.000 | 0.050 | 0.065 | 0.000 | 0.029 | 0.022 | 0.000 | 0.036 | 0.036 | 0.000 | 0.000 |
| floorNum | 0.125 | 0.317 | 0.079 | -0.005 | -0.104 | 0.091 | 0.159 | 0.000 | 1.000 | 0.020 | 0.232 | 0.033 | 0.102 | -0.052 | -0.126 | 0.083 | 0.112 | 0.078 | 0.151 |
| furnishing_type | 0.215 | 0.042 | 0.179 | 0.200 | 0.169 | 0.087 | 0.000 | 0.050 | 0.020 | 1.000 | 0.244 | 0.061 | 0.217 | 0.165 | 0.022 | 0.273 | 0.157 | 0.143 | 0.133 |
| luxury_score | 0.256 | 0.351 | 0.224 | 0.180 | 0.057 | 0.289 | 0.239 | 0.065 | 0.232 | 0.244 | 1.000 | 0.176 | 0.189 | 0.158 | 0.055 | 0.348 | 0.228 | 0.183 | 0.223 |
| others | 0.108 | 0.064 | 0.082 | 0.070 | 0.079 | 0.000 | 0.016 | 0.000 | 0.033 | 0.061 | 0.176 | 1.000 | 0.033 | 0.038 | 0.036 | 0.000 | 0.106 | 0.031 | 0.084 |
| pooja room | 0.187 | 0.040 | 0.197 | 0.286 | 0.291 | 0.000 | 0.000 | 0.029 | 0.102 | 0.217 | 0.189 | 0.033 | 1.000 | 0.349 | 0.043 | 0.252 | 0.305 | 0.313 | 0.157 |
| price | 0.112 | 0.510 | 0.124 | 0.704 | 0.687 | 0.563 | 0.583 | 0.022 | -0.052 | 0.165 | 0.158 | 0.038 | 0.349 | 1.000 | 0.746 | 0.318 | 0.322 | 0.255 | 0.736 |
| price_per_sqft | 0.056 | 0.095 | 0.033 | 0.411 | 0.417 | 0.132 | 0.136 | 0.000 | -0.126 | 0.022 | 0.055 | 0.036 | 0.043 | 0.746 | 1.000 | 0.044 | 0.000 | 0.030 | 0.286 |
| servant room | 0.286 | 0.026 | 0.441 | 0.519 | 0.317 | 0.000 | 0.000 | 0.036 | 0.083 | 0.273 | 0.348 | 0.000 | 0.252 | 0.318 | 0.044 | 1.000 | 0.161 | 0.185 | 0.584 |
| store room | 0.143 | 0.000 | 0.146 | 0.244 | 0.223 | 0.000 | 0.000 | 0.036 | 0.112 | 0.157 | 0.228 | 0.106 | 0.305 | 0.322 | 0.000 | 0.161 | 1.000 | 0.226 | 0.046 |
| study room | 0.140 | 0.016 | 0.183 | 0.176 | 0.154 | 0.000 | 0.003 | 0.000 | 0.078 | 0.143 | 0.183 | 0.031 | 0.313 | 0.255 | 0.030 | 0.185 | 0.226 | 1.000 | 0.120 |
| super_built_up_area | 0.085 | 0.818 | 0.306 | 0.819 | 0.799 | 0.926 | 0.894 | 0.000 | 0.151 | 0.133 | 0.223 | 0.084 | 0.157 | 0.736 | 0.286 | 0.584 | 0.046 | 0.120 | 1.000 |
Missing values
Sample
| society | price | sector | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | property_type | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ambience creacions | 6.00 | sector 22 | 20533.0 | 29221.0 | Carpet area: 3000 (278.71 sq.m.) | 4 | 5 | 3+ | 10.0 | South-East | New Property | NaN | NaN | NaN | 3000.0 | 0 | 1 | 0 | 1 | 0 | 2 | 49 |
| 1 | m3m woodshire | 1.00 | sector 107 | 7496.0 | 13340.0 | Super Built up area 1534(142.51 sq.m.)Carpet area: 1056 sq.ft. (98.11 sq.m.) | 2 | 2 | 3 | 0.0 | North-East | Relatively New | NaN | 1534.0 | NaN | 1056.0 | 1 | 0 | 0 | 0 | 0 | 1 | 29 |
| 2 | satya the legend | 9.25 | sector 57 | 16577.0 | 5580.0 | Plot area 642(536.79 sq.m.)Built Up area: 630 sq.yards (526.76 sq.m.)Carpet area: 620 sq.yards (518.4 sq.m.) | 5 | 5 | 3+ | 4.0 | North-East | Relatively New | house | NaN | 630.0 | 620.0 | 1 | 1 | 1 | 1 | 0 | 2 | 160 |
| 3 | vatika gurgaon | 0.07 | sector 83 | 6265.0 | 1117.0 | Super Built up area 1245(115.66 sq.m.)Built Up area: 850 sq.ft. (78.97 sq.m.)Carpet area: 790 sq.ft. (73.39 sq.m.) | 2 | 2 | 2 | 3.0 | South-East | Relatively New | NaN | 1245.0 | 850.0 | 790.0 | 1 | 0 | 0 | 1 | 0 | 2 | 165 |
| 4 | dlf the arbour | 8.50 | sector 63 | 21519.0 | 3950.0 | Built Up area: 3950 (366.97 sq.m.) | 4 | 4 | 3+ | 27.0 | NaN | Undefined | house | NaN | 3950.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 61 |
| 5 | m3m golfestate | 1.00 | sector 79 | 10000.0 | 10000.0 | Carpet area: 1400 (130.06 sq.m.) | 2 | 2 | 2 | 4.0 | East | Undefined | NaN | NaN | NaN | 1400.0 | 1 | 1 | 1 | 0 | 0 | 0 | 83 |
| 6 | bajrang apartments | 0.03 | sector 6 | 4470.0 | 671.0 | Carpet area: 850 (78.97 sq.m.) | 2 | 2 | 2 | 1.0 | NaN | Moderately Old | NaN | NaN | NaN | 850.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 7 | signature global city 81 | 0.75 | sector 81 | 6849.0 | 1095.0 | Plot area 1095(101.73 sq.m.) | 3 | 2 | 3 | 4.0 | East | Under Construction | house | NaN | 1095.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 97 |
| 8 | microtek greenburg | 1.00 | sector 86 | 8446.0 | 11840.0 | Super Built up area 2285(212.28 sq.m.) | 3 | 4 | 3 | 12.0 | East | Relatively New | NaN | 2285.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 72 |
| 9 | smart world orchard | 2.00 | sector 61 | 14785.0 | 13527.0 | Built Up area: 1630 (151.43 sq.m.)Carpet area: 1625 sq.ft. (150.97 sq.m.) | 3 | 3 | 3 | 2.0 | East | New Property | NaN | NaN | 1630.0 | 1625.0 | 0 | 0 | 0 | 0 | 0 | 2 | 61 |
| society | price | sector | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | property_type | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3793 | unitech aspen greens | 6.80 | sector 50 | 31481.0 | 2160.0 | Plot area 240(200.67 sq.m.)Built Up area: 220 sq.yards (183.95 sq.m.)Carpet area: 200 sq.yards (167.23 sq.m.) | 4 | 5 | 3 | 3.0 | West | Old Property | house | NaN | 220.0 | 200.0 | 1 | 1 | 0 | 0 | 0 | 2 | 111 |
| 3794 | emaar mgf the palm drive | 3.00 | sector 66 | 14285.0 | 21001.0 | Super Built up area 2100(195.1 sq.m.) | 4 | 5 | 3+ | 10.0 | East | Relatively New | NaN | 2100.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 49 |
| 3795 | emaar mgf emerald floors premier | 2.00 | sector 65 | 14303.0 | 13983.0 | Super Built up area 1650(153.29 sq.m.) | 3 | 3 | 3 | 0.0 | North-East | Relatively New | NaN | 1650.0 | NaN | NaN | 1 | 1 | 0 | 0 | 0 | 2 | 159 |
| 3796 | not applicable | 0.40 | sector 4 | 9259.0 | 432.0 | Plot area 432(40.13 sq.m.) | 1 | 1 | 1 | 1.0 | NaN | Moderately Old | house | NaN | 432.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 3797 | international city by sobha phase 1 | 12.00 | sector 109 | 20000.0 | 6000.0 | Plot area 8000(743.22 sq.m.)Built Up area: 7000 sq.ft. (650.32 sq.m.)Carpet area: 6000 sq.ft. (557.42 sq.m.) | 5 | 6 | 3 | 2.0 | North-East | Relatively New | house | NaN | 7000.0 | 6000.0 | 1 | 1 | 0 | 0 | 0 | 2 | 154 |
| 3798 | sare crescent parc | 0.07 | sector 92 | 5556.0 | 1260.0 | Built Up area: 140 (117.06 sq.m.) | 3 | 3 | 2 | 14.0 | NaN | Under Construction | NaN | NaN | 140.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 38 |
| 3799 | emaar mgf the enclave | 2.00 | sector 66 | 12352.0 | 16192.0 | Super Built up area 1920(178.37 sq.m.)Built Up area: 1800 sq.ft. (167.23 sq.m.)Carpet area: 1700 sq.ft. (157.94 sq.m.) | 3 | 4 | 2 | 12.0 | North-East | Relatively New | NaN | 1920.0 | 1800.0 | 1700.0 | 0 | 1 | 0 | 0 | 0 | 2 | 156 |
| 3800 | guru gram haryana cghs | 1.00 | sector 56 | 7227.0 | 13837.0 | Super Built up area 1920(178.37 sq.m.) | 3 | 3 | 3 | 4.0 | North | Moderately Old | NaN | 1920.0 | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 2 | 134 |
| 3801 | ss the leaf | 1.00 | sector 85 | 7641.0 | 13087.0 | Super Built up area 2408(223.71 sq.m.)Carpet area: 1685 sq.ft. (156.54 sq.m.) | 3 | 4 | 3 | 8.0 | South-East | Relatively New | NaN | 2408.0 | NaN | 1685.0 | 0 | 0 | 0 | 1 | 0 | 1 | 158 |
| 3802 | vatika lifestyle homes | 1.00 | sector 83 | 5699.0 | 17547.0 | Super Built up area 1755(163.04 sq.m.)Built Up area: 1500 sq.ft. (139.35 sq.m.)Carpet area: 1100 sq.ft. (102.19 sq.m.) | 3 | 2 | 2 | 2.0 | South-West | Moderately Old | NaN | 1755.0 | 1500.0 | 1100.0 | 0 | 0 | 0 | 0 | 0 | 1 | 95 |